Question

In: Statistics and Probability

A researcher measures the relationship between Internet use (hours per week) and social interaction (hours per...

A researcher measures the relationship between Internet use (hours per week) and social interaction (hours per week) in a sample of 10 students. The following table lists the hypothetical results of this study. Internet Use X = 6 8 5 6 13 5 4 5 3 10 Social Interaction Y= 4 5 7 7 4 7 2 6 9 4

(a) Compute the Pearson correlation coefficient. (Round your answer to three decimal places.)

(b) Compute the coefficient of determination. (Round your answer to three decimal places.)

(c) Using a two-tailed test at a 0.05 level of significance, state the decision to retain or reject the null hypothesis. Retain the null hypothesis?

Reject the null hypothesis?

Solutions

Expert Solution

(a) Compute the Pearson correlation coefficient. (Round your answer to three decimal places.)

-0.435

(b) Compute the coefficient of determination. (Round your answer to three decimal places.)

0.189

(c) Using a two-tailed test at a 0.05 level of significance, state the decision to retain or reject the null hypothesis.

Retain the null hypothesis.

X Y
6 4
8 5
5 7
6 7
13 4
5 7
4 2
5 6
3 9
10 4
0.189
r   -0.435
Std. Error   1.976
n   10
k   1
Dep. Var. Y
ANOVA table
Source SS   df   MS F p-value
Regression 7.2758 1   7.2758 1.86 .2093
Residual 31.2242 8   3.9030
Total 38.5000 9  
Regression output confidence interval
variables coefficients std. error    t (df=8) p-value 95% lower 95% upper
Intercept 7.4303
X -0.2970 0.2175 -1.365 .2093 -0.7985 0.2046

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